Self-Supervised Learning

Look Who’s Talking Now: Covert Channels From Biased LLMs EMNLP 2024 LoTLIP: Improving Language-Image Pre-training for Long Text Understanding NeurIPS 2024 Low-Res Leads the Way: Improving Generalization for Super-Resolution by Self-Supervised Learning CVPR 2024 LRM-Zero: Training Large Reconstruction Models with Synthesized Data NeurIPS 2024 L-TTA: Lightweight Test-Time Adaptation Using a Versatile Stem Layer NeurIPS 2024 M2D-CLAP: Masked Modeling Duo Meets CLAP for Learning General-purpose Audio-Language Representation Interspeech 2024 M33D: Learning 3D Priors Using Multi-Modal Masked Autoencoders for 2D Image and Video Understanding WACV 2024 MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space NeurIPS 2024 MASIVE: Open-Ended Affective State Identification in English and Spanish EMNLP 2024 Masked and Shuffled Blind Spot Denoising for Real-World Images CVPR 2024 Masked Autoencoders for Microscopy are Scalable Learners of Cellular Biology CVPR 2024 Masked Pre-training Enables Universal Zero-shot Denoiser NeurIPS 2024 M-BEV: Masked BEV Perception for Robust Autonomous Driving AAAI 2024 Measuring Dejavu Memorization Efficiently NeurIPS 2024 Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning NeurIPS 2024 MetaPro 2.0: Computational Metaphor Processing on the Effectiveness of Anomalous Language Modeling ACL 2024 MICA: Towards Explainable Skin Lesion Diagnosis via Multi-Level Image-Concept Alignment AAAI 2024 MineObserver 2.0: A Deep Learning & In-Game Framework for Assessing Natural Language Descriptions of Minecraft Imagery AAAI 2024 Mining and Transferring Feature-Geometry Coherence for Unsupervised Point Cloud Registration NeurIPS 2024 Mirror-Consistency: Harnessing Inconsistency in Majority Voting EMNLP 2024 Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning through Object Exchange CVPR 2024 MM-Point: Multi-View Information-Enhanced Multi-Modal Self-Supervised 3D Point Cloud Understanding AAAI 2024 MOHO: Learning Single-view Hand-held Object Reconstruction with Multi-view Occlusion-Aware Supervision CVPR 2024 MoNMT: Modularly Leveraging Monolingual and Bilingual Knowledge for Neural Machine Translation COLING 2024 MonoProb: Self-Supervised Monocular Depth Estimation With Interpretable Uncertainty WACV 2024